Solve complex R&D challenges faster with higher success

Elman is an advanced R&D platform designed to accelerate and optimise your research and development process and reduce downstream risk and cost. Our specialised LLM agents offer a comprehensive workflow that addresses the key challenges in R&D, from initial approach design to final development.

What Elman can help you with

Design
Distill early ideas to precise pathways
Quickly identify and quantify key project requirements to exceed current benchmarks.
Create diverse solutions by combining proven components to best meet your project needs.
Quickly prioritise solutions with a ranking system that uses your unique insights and creative strategies to identify the best options.
Design
De-risk & Decide
Compress months of analysis into hours
Conduct quick in-silico simulations to identify issues early.
Perform patent searches and assess your freedom to operate.
Get quick Techno-Economic insights and a clear view of your project's competition.
Present clear tradeoffs between market and technical factors to enhance visibility and simplify scenario testing.
De-risk & Decide
Develop
Distill early ideas to precise pathways
Generate optimised experimental plans automatically
Evolve ongoing development into optimised real-world experiments and processes
Continuously refine and update approaches based on new data and experimental results
Develop
Build your team
Connect with others who share your passion for the project.
Find team or advisors with technical depth and a big-picture view of your project.
Saves hours of manual searching and costly recruiter fees by letting Elman filter the noise.
See beyond keywords to assess career trajectory, company associations and behavioural fit for the role.
Build your team
Design
Design
Distill early ideas to precise pathways
Design
Quickly identify and quantify key project requirements to exceed current benchmarks.
Create diverse solutions by combining proven components to best meet your project needs.
Quickly prioritise solutions with a ranking system that uses your unique insights and creative strategies to identify the best options.
How it works
Design
Design
Distill early ideas to precise pathways
Design
Quickly identify and quantify key project requirements to exceed current benchmarks.
Create diverse solutions by combining proven components to best meet your project needs.
Quickly prioritise solutions with a ranking system that uses your unique insights and creative strategies to identify the best options.
How it works
De-risk & Decide
De-risk & Decide
Compress months of analysis into hours
De-risk & Decide
Conduct quick in-silico simulations to identify issues early.
Perform patent searches and assess your freedom to operate.
Get quick Techno-Economic insights and a clear view of your project's competition.
Present clear tradeoffs between market and technical factors to enhance visibility and simplify scenario testing.
How it works
Develop
Develop
Distill early ideas to precise pathways
Develop
Generate optimised experimental plans automatically
Evolve ongoing development into optimised real-world experiments and processes
Continuously refine and update approaches based on new data and experimental results
How it works
Build your team
Build your team
Connect with others who share your passion for the project.
Build your team
Find team or advisors with technical depth and a big-picture view of your project.
Saves hours of manual searching and costly recruiter fees by letting Elman filter the noise.
See beyond keywords to assess career trajectory, company associations and behavioural fit for the role.
How it works

Why choose Elman

Has a unique creative scientific mindset
Each suggestion is guided by expert insights and tailored to your organisation’s expertise and style, ensuring the automation solves problems like you would.
Integrates modelling to reduce downstream risk
Elman autonomously uses advanced computational tools to build, test, refine models, conduct statistical analyses, and predict outcomes, accelerating your experimental process.
Connects to a wide range of data sources
Seamlessly interacts with a wide range of APIs and databases, including your own work, retrieving and manipulating real-time data.
Compares and contrasts diverse options
Elman simultaneously evaluates multiple requirements and constraints, making it easy to compare approaches, suggest optimal de-risking strategies, and plan the best path to your desired outcomes across various parametres.
Automates long complex research questions
Elman autonomously breaks complex queries into subtasks, adapts the action plan, and updates parent tasks, intelligently branching into subtopics as needed to maintain context and clarity.
Has a unique creative scientific mindset
Each suggestion is guided by expert insights and tailored to your organisation’s expertise and style, ensuring the automation solves problems like you would.
Integrates modelling to reduce downstream risk
Elman autonomously uses advanced computational tools to build, test, refine models, conduct statistical analyses, and predict outcomes, accelerating your experimental process.
Connects to a wide range of data sources
Seamlessly interacts with a wide range of APIs and databases, including your own work, retrieving and manipulating real-time data.
Compares and contrasts diverse options
Elman simultaneously evaluates multiple requirements and constraints, making it easy to compare approaches, suggest optimal de-risking strategies, and plan the best path to your desired outcomes across various parametres.
Automates long complex research questions
Elman autonomously breaks complex queries into subtasks, adapts the action plan, and updates parent tasks, intelligently branching into subtopics as needed to maintain context and clarity.

Use Cases

Learn more
A Deep Science Ventures product
Deep Science Ventures builds ventures across the sciences from therapeutics to climate technology. 


We have used Elman internally with some of the world’s most innovative companies to tackle incredibly challenging problems, from solid tumours in cancer to discovering the most energy-efficient solutions for carbon capture. Our tools and methods have achieved nearly 100% conversion from design to real-world implementation, and now we want to make them accessible to the broader R&D community.

Get started today

Basic
£30/month
200 credits* (~5-20 large reports)
Extra credits 15-20p each
Common workflows included
Self guide on-boarding
No payment info needed to trial
Try free
Small team
£150/month
All of basic plus:
1100 credits (20-100 large reports)
20% discount on extra credits
Shared workspace with SSO
Custom workflows**
Priority email support
Try free
Enterprise
Talk to us
All of Small team plus:
Capacity for thousands of reports
40% discount on extra credits
Manage team members
Reasoning customisation
Batch workflows
Book a call
*1 credit = 1000 words of Elman generated report = £0.15
**Our expert team can create custom workflows for you while fine-tuning the system based on your organisation’s data, preferences and heuristics. Contact us here or at elman@deepscienceventures.com to find out more
From our blog
The journey of building a scientific co-pilot
A look at the key components required from task specific heuristics to planning and learning.
Read more

FAQs

How can Elman automate large-scale tasks?
Does Elman hallucinate?
Do you use my data for training?
What is the difference compared to ChatGPT?
What data does Elman have access to?
How secure is my data